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Learning From Design Procedure To Generate CAD Programs for Data AugmentationToyota Research Institute
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Fairness May Backfire: When Leveling-Down Occurs in Fair Machine LearningArizona State University, Xi'an Jiaotong University
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Empowering Locally Deployable Medical Agent via State Enhanced Logical Skills for FHIR-based Clinical TasksBeijing Normal University, The Hong Kong Polytechnic University, University of Georgia, University of Liverpool
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XGenBoost: Synthesizing Small and Large Tabular Datasets with XGBoostLeiden University, Leiden University Medical Center
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MedInjection-FR: Exploring the Role of Native, Synthetic, and Translated Data in Biomedical Instruction TuningAix-Marseille Université, Centre national de la recherche scientifique, Laboratoire d'Informatique et Systèmes, Nantes Université, Université Grenoble Alpes
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Language Shapes Mental Health Evaluations in Large Language ModelsArizona State University, University of North Carolina at Chapel Hill
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Evaluating Generalization Mechanisms in Autonomous Cyber Attack AgentsCzech Technical University, Universidad Nacional de Cuyo, University of Texas
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A Dynamic Self-Evolving Extraction System
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PaQ-DETR: Learning Pattern and Quality-Aware Dynamic Queries for Object DetectionBoise State University, Illinois Institute of Technology, New York University, University of California, University of Illinois at Urbana-Champaign, University of Pittsburgh
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DLRMamba: Distilling Low-Rank Mamba for Edge Multispectral Fusion Object DetectionChinese Academy of Sciences, Queen Mary University of London, University of Chinese Academy of Sciences
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CN-CBF: Composite Neural Control Barrier Function for Safe Robot Navigation in Dynamic EnvironmentsHumboldt-Universität zu Berlin
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NerVE: Nonlinear Eigenspectrum Dynamics in LLM Feed-Forward NetworksNew York University
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Reforming the Mechanism: Editing Reasoning Patterns in LLMs with Circuit ReshapingFlorida State University, University of Virginia
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Small Target Detection Based on Mask-Enhanced Attention Fusion of Visible and Infrared Remote Sensing ImagesChinese Academy of Sciences, Queen Mary University of London
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MindfulAgents: Personalizing Mindfulness Meditation via an Expert-Aligned Multi-Agent SystemCalifornia State University, Carnegie Mellon University, Columbia University, St. Margaret’s Episcopal School, University of Michigan, Worcester Polytechnic Institute
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HIERAMP: Coarse-to-Fine Autoregressive Amplification for Generative Dataset DistillationNortheastern University, The Ohio State University, University of Alabama at Birmingham
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Extracting and analyzing 3D histomorphometric features related to perineural and lymphovascular invasion in prostate cancerEmory University, Georgia Institute of Technology, Stanford University, University of California, University of Chicago, University of Pennsylvania, University of Washington
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Swimba: Switch Mamba Model Scales State Space ModelsDuke University
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Physics-Consistent Neural Networks for Learning Deformation and Director Fields in Microstructured Media with Loss-Based Validation CriteriaYale University
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Deep Research, Shallow Evaluation: A Case Study in Meta-Evaluation for Long-Form QA BenchmarksAllen Institute for AI
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Joint MDPs and Reinforcement Learning in Coupled-Dynamics EnvironmentsPurdue University
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How Private Are DNA Embeddings? Inverting Foundation Model Representations of Genomic SequencesUniversity of Tübingen
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Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion
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Solving an Open Problem in Theoretical Physics using AI-Assisted Discovery
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Diagnosing FP4 inference: a layer-wise and block-wise sensitivity analysis of NVFP4 and MXFP4The Pennsylvania State University
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KARL: Knowledge Agents via Reinforcement Learning
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SPyCer: Semi-Supervised Physics-Guided Contextual Attention for Near-Surface Air Temperature Estimation from Satellite ImageryUniversity of Orléans
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Learning Optimal Distributionally Robust Individualized Treatment Rules Integrating Multi-Source DataCity University of Hong Kong, The Hong Kong Polytechnic University
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AI+HW 2035: Shaping the Next DecadeNVIDIA, Google, AMD, IBM, Together AI, OpenAI, SEMRON, EnCharge AI, SambaNova, SK Hynix, Oracle / Agentrys, Brown University, California Institute of Technology, Carnegie Mellon University, Hewlett Packard Labs, New York University, Princeton University, Stanford University, University at Buffalo, University of California, University of Illinois Urbana-Champaign, University of Pennsylvania, University of Texas
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Learning Optimal Individualized Decision Rules with Conditional Demographic ParityCity University of Hong Kong, The Hong Kong Polytechnic University, University of Michigan
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The Geometric Inductive Bias of Grokking: Bypassing Phase Transitions via Architectural Topology
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Not All Trust is the Same: Effects of Decision Workflow and Explanations in Human-AI Decision MakingUniversity of Bremen
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Digital Twin Driven Textile Classification and Foreign Object Recognition in Automated Sorting SystemsUniversity of Klagenfurt
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CBR-to-SQL: Rethinking Retrieval-based Text-to-SQL using Case-based Reasoning in the Healthcare DomainAalto University
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Boosting ASR Robustness via Test-Time Reinforcement Learning with Audio-Text Semantic RewardsHong Kong University of Science and Technology, Technical University of Munich
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On the Generalization Capacities of MLLMs for Spatial Intelligence
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SlideSparse: Fast and Flexible (2N-2):2N Structured SparsityHong Kong University of Science and Technology, Microsoft Research, Shanghai Jiao Tong University, South China University of Technology
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Recursive Inference Machines for Neural ReasoningGerman Research Center for Artificial Intelligence, Hessian.ai, Technical University of Darmstadt, University of Texas
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Reclaiming Lost Text Layers for Source-Free Cross-Domain Few-Shot LearningHuazhong University of Science and Technology, Peking University
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GCAgent: Enhancing Group Chat Communication through Dialogue Agents SystemUniversity of Science and Technology of China, Zhejiang University
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ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-Supervised Masked AutoencodersUniversity of Maryland, University of Pennsylvania
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CATNet: Collaborative Alignment and Transformation Network for Cooperative PerceptionTianjin University
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Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling CurriculumLingang Laboratory, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University
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VietJobs: A Vietnamese Job Advertisement DatasetVinUniversity
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A Behaviour-Aware Federated Forecasting Framework for Distributed Stand-Alone Wind TurbinesIT University of Copenhagen, Technical University of Denmark
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Beyond Word Error Rate: Auditing the Diversity Tax in Speech Recognition through Dataset CartographyTechnical University of Denmark, University of Copenhagen
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Visual-Informed Speech Enhancement Using Attention-Based BeamformingThe Institute of Electrical and Electronics Engineers
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Oral to Web: Digitizing 'Zero Resource'Languages of BangladeshJahangirnagar University
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SarcasmMiner: A Dual-Track Post-Training Framework for Robust Audio-Visual Sarcasm ReasoningUniversity of Groningen
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Whispering to a Blackbox: Bootstrapping Frozen OCR with Visual Prompts
